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Machine Unlearning

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Showing 201–225 of 438 papers

TitleStatusHype
Learning to Forget using Hypernetworks—0
Machine Unlearning reveals that the Gender-based Violence Victim Condition can be detected from Speech in a Speaker-Agnostic Setting—0
From Machine Learning to Machine Unlearning: Complying with GDPR's Right to be Forgotten while Maintaining Business Value of Predictive Models—0
MUNBa: Machine Unlearning via Nash BargainingCode0
Towards Robust Evaluation of Unlearning in LLMs via Data TransformationsCode0
Verifying Machine Unlearning with Explainable AICode0
Promoting User Data Autonomy During the Dissolution of a Monopolistic Firm—0
Provable unlearning in topic modeling and downstream tasks—0
A Review on Machine Unlearning—0
LoRA Unlearns More and Retains More (Student Abstract)Code0
Machine Unlearning on Pre-trained Models by Residual Feature Alignment Using LoRA—0
Neural Corrective Machine Unranking—0
Unlearning in- vs. out-of-distribution data in LLMs under gradient-based method—0
Game-Theoretic Machine Unlearning: Mitigating Extra Privacy Leakage—0
Model Integrity when Unlearning with T2I Diffusion Models—0
Pseudo-Probability Unlearning: Towards Efficient and Privacy-Preserving Machine Unlearning—0
Zero-shot Class Unlearning via Layer-wise Relevance Analysis and Neuronal Path Perturbation—0
RESTOR: Knowledge Recovery through Machine UnlearningCode0
Attribute-to-Delete: Machine Unlearning via Datamodel Matching—0
CLIPErase: Efficient Unlearning of Visual-Textual Associations in CLIP—0
Unlearning as multi-task optimization: A normalized gradient difference approach with an adaptive learning rate—0
Machine Unlearning using Forgetting Neural Networks—0
When Machine Unlearning Meets Retrieval-Augmented Generation (RAG): Keep Secret or Forget Knowledge?—0
Edge Unlearning is Not "on Edge"! An Adaptive Exact Unlearning System on Resource-Constrained DevicesCode0
Efficient Federated Unlearning under Plausible DeniabilityCode0
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